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TensorFlow Tutorial – Simple Linear Model

In this excellent tutorial video presentation below, Magnus Erik Hvass Pedersen demonstrates the basic workflow of using TensorFlow with a simple linear model. After loading the so-called MNIST data-set with images of hand-written digits, he defines and optimizes a simple mathematical model in TensorFlow. The results are then plotted and discussed. You can find the […]

Performance Optimization of Deep Learning Frameworks on Modern Intel Architectures

In this video from the Intel HPC Developer Conference, Elmoustapha Ould-ahmed-vall from Intel describes how the company is doubling down to optimize Machine Learning frameworks for Intel Platforms. Using open source frameworks as a starting point, surprising speedups are possible using Intel technologies.

Large-Scale Deep Learning with TensorFlow

We bring you the keynote presentation below from the recent Spark Summit 2016 held in San Francisco on June 6-8. Speaker Jeff Dean joined Google in 1999 and is currently a Google Senior Fellow.